Lex Fridman | DeepAI

AI Chat

Featured Co-authors

Meng Wang
217 publications
Björn Schuller
58 publications
Arumugam Nallanathan
54 publications
Christian Wolf
36 publications
Natalia Neverova
29 publications
Li Ding
20 publications
Bryan Reimer
15 publications
Erik Marchi
13 publications
Hani Mehrpouyan
12 publications
Graham Taylor
9 publications
Rini Sherony
8 publications

∙ 06/26/2023

CLERA: A Unified Model for Joint Cognitive Load and Eye Region Analysis in the Wild

Non-intrusive, real-time analysis of the dynamics of the eye region allo...

0 Li Ding, et al. ∙

∙ 07/25/2019

Object as Distribution

Object detection is a critical part of visual scene understanding. The r...

4 Li Ding, et al. ∙

∙ 04/08/2019

Dynamics of Pedestrian Crossing Decisions Based on Vehicle Trajectories in Large-Scale Simulated and Real-World Data

Humans, as both pedestrians and drivers, generally skillfully navigate t...

32 Jack Terwilliger, et al. ∙

∙ 04/08/2019

Eye Contact Between Pedestrians and Drivers

When asked, a majority of people believe that, as pedestrians, they make...

0 Dina AlAdawy, et al. ∙

∙ 04/02/2019

Hacking Nonverbal Communication Between Pedestrians and Vehicles in Virtual Reality

We use an immersive virtual reality environment to explore the intricate...

0 Henri Schmidt, et al. ∙

∙ 03/21/2019

Value of Temporal Dynamics Information in Driving Scene Segmentation

Semantic scene segmentation has primarily been addressed by forming repr...

0 Li Ding, et al. ∙

∙ 10/03/2018

Human-Centered Autonomous Vehicle Systems: Principles of Effective Shared Autonomy

Building effective, enjoyable, and safe autonomous vehicles is a lot har...

0 Lex Fridman, et al. ∙

∙ 05/08/2018

Designing Toward Minimalism in Vehicle HMI

We propose that safe, beautiful, fulfilling vehicle HMI design must star...

0 Julia Kindelsberger, et al. ∙

∙ 03/18/2018

A Machine Learning Approach for Power Allocation in HetNets Considering QoS

There is an increase in usage of smaller cells or femtocells to improve ...

0 Roohollah Amiri, et al. ∙

∙ 01/09/2018

DeepTraffic: Driving Fast through Dense Traffic with Deep Reinforcement Learning

We present a micro-traffic simulation (named "DeepTraffic") where the pe...

0 Lex Fridman, et al. ∙

∙ 11/19/2017

MIT Autonomous Vehicle Technology Study: Large-Scale Deep Learning Based Analysis of Driver Behavior and Interaction with Automation

Today, and possibly for a long time to come, the full driving task is to...

0 Lex Fridman, et al. ∙

∙ 10/12/2017

Arguing Machines: Perception-Control System Redundancy and Edge Case Discovery in Real-World Autonomous Driving

Safe autonomous driving may be one of the most difficult engineering cha...

0 Lex Fridman, et al. ∙

∙ 06/14/2017

SideEye: A Generative Neural Network Based Simulator of Human Peripheral Vision

Foveal vision makes up less than 1 peripheral vision. Precisely what hum...

0 Lex Fridman, et al. ∙

∙ 12/03/2016

Semi-Automated Annotation of Discrete States in Large Video Datasets

We propose a framework for semi-automated annotation of video frames whe...

0 Lex Fridman, et al. ∙

∙ 11/26/2016

What Can Be Predicted from Six Seconds of Driver Glances?

We consider a large dataset of real-world, on-road driving from a 100-ca...

0 Lex Fridman, et al. ∙

∙ 02/23/2016

Investigating Drivers' Head and Glance Correspondence

The relationship between a driver's glance pattern and corresponding hea...

0 Joonbum Lee, et al. ∙

∙ 11/22/2015

Detecting Road Surface Wetness from Audio: A Deep Learning Approach

We introduce a recurrent neural network architecture for automated road ...

0 Irman Abdić, et al. ∙

∙ 11/12/2015

Learning Human Identity from Motion Patterns

We present a large-scale study exploring the capability of temporal deep...

0 Natalia Neverova, et al. ∙

∙ 07/16/2015

Driver Gaze Region Estimation Without Using Eye Movement

Automated estimation of the allocation of a driver's visual attention ma...

0 Lex Fridman, et al. ∙

∙ 03/29/2015

Active Authentication on Mobile Devices via Stylometry, Application Usage, Web Browsing, and GPS Location

Active authentication is the problem of continuously verifying the ident...

0 Lex Fridman, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world